Fact-Check & Compliance Gate

What it does

The Fact-Check & Compliance Gate acts as a rigorous quality assurance layer for AI-generated or human-written content. It systematically extracts factual, statistical, and comparative claims and audits them against provided source material or external benchmarks. The skill identifies hallucinated figures, unsupported superlatives, and non-compliant marketing language in materials like blog posts, landing pages, and ads.

Why use this skill

Prompting an AI to "be factual" is often insufficient, as LLMs can hallucinate citations or present opinions as facts. This skill is better because it follows a strict multi-step audit protocol: claim extraction, classification (e.g., Regulated, Comparative, Statistical), evidence grading, and risk flagging. It replaces vague feedback with a strict PUBLISH/REVISE/HOLD decision framework, ensuring your content meets legal and editorial standards before it reaches an audience.

Supported content types

• Marketing copy and cold emails (FTC/ASA compliance)
• Scientific or technical blog posts
• Financial and health-related product claims
• PR announcements and press releases
• Landing pages and App Store descriptions

The output

You receive a structured Fact-Check Report containing a final verdict, a list of critical fixes with line-level edit suggestions, specific warnings for unverified claims, and a concise summary of the risk profile.